SizableSequentialSampler

class axtreme.data.sizable_sequential_sample.SizableSequentialSampler(data_source: Sized, num_samples: None | int = None)

Bases: Sampler[int]

Samples elements sequentially, always in the same order.

Follows the pattern in RandomSampler to allow for sampling a specific number of samplers. This can be smaller or larger than the amount in the dataset.

__init__(data_source: Sized, num_samples: None | int = None) → None

Create the sampler.

Parameters:

• data_source (Dataset) – dataset to sample from

• num_samples (int) – number of samples to draw, default=`len(dataset)`.

Methods

__init__(data_source[, num_samples])

Create the sampler.

Attributes

num_samples
data_source

data_source: Sized

property num_samples: int